Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 3.545314 3.929007 4.345623 4.833038 5.389465 6.006991 6.747109
2025-07-27 3.048562 3.572180 4.181435 4.948322 5.895734 7.038128 8.535582
2025-08-03 2.715494 3.312473 4.043049 5.014345 6.289159 7.930064 10.243063
2025-08-10 2.462495 3.100392 3.912959 5.042108 6.599941 8.718518 11.898237
2025-08-17 2.199996 2.839141 3.679359 4.888875 6.626497 9.099318 13.012333
2025-08-24 2.015038 2.657817 3.526819 4.818159 6.743114 9.600218 14.352898
2025-08-31 1.873986 2.520931 3.418090 4.790725 6.908292 10.178413 15.885225
2025-09-07 1.802079 2.472601 3.426628 4.930355 7.333840 11.202903 18.309066
2025-09-14 1.695228 2.364157 3.336342 4.907273 7.494519 11.810246 20.097897
2025-09-21 1.594386 2.256260 3.236793 4.857471 7.601139 12.331753 21.806571
2025-09-28 1.464038 2.094993 3.043508 4.638818 7.397891 12.280175 22.391560
2025-10-05 1.405243 2.038588 3.008062 4.674336 7.634420 13.047496 24.750436
2025-10-12 1.360289 2.002181 3.003798 4.765743 7.987859 14.096053 27.948525
2025-10-19 1.321122 1.972200 3.007433 4.870720 8.378089 15.273063 31.696814
2025-10-26 1.277007 1.931052 2.989059 4.934014 8.695022 16.346283 35.450344
2025-11-02 1.229875 1.881744 2.952971 4.960979 8.942376 17.307275 39.155301
2025-11-09 1.155997 1.783724 2.827077 4.810721 8.816572 17.435717 40.720599
2025-11-16 1.101493 1.715167 2.747768 4.741384 8.848834 17.921685 43.373367
2025-11-23 1.057837 1.662600 2.693110 4.714484 8.966697 18.621426 46.812011
2025-11-30 1.042135 1.657032 2.721443 4.851377 9.451772 20.272153 53.558383
2025-12-07 1.003991 1.610213 2.672004 4.828749 9.580993 21.064196 57.851405
2025-12-14 0.964692 1.559349 2.612083 4.779924 9.645270 21.700222 61.823157
2025-12-21 0.905428 1.470285 2.476561 4.565535 9.305224 21.225749 61.825793